Privacy
Offline by default
List editing, validation, formatting, and deduplication do not require a network connection.
When the network is used
Registry verification, DOI lookup, predatory-list sync, open-access source fetch, and optional LLM calls run only when you trigger those actions.
Local LLM
Sanad grounding talks to LM Studio, Ollama, or another endpoint you configure — not a cloud default.